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Estimates of the Effect of Parents’ Schooling on Children’s Schooling Using Censored and Uncensored Samples

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Author Info
Monique de Haan () (SCHOLAR, University of Amsterdam)
Erik Plug () (SCHOLAR, University of Amsterdam, Tinbergen Institute and IZA Bonn)

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Abstract

In this paper we estimate the impact of parental schooling on child schooling, focus on the problem that children who are still in school constitute censored observations, and evaluate three solutions to it: maximum likelihood approach, replacement of observed with expected years of schooling, and elimination of all school-aged children. Plug (2004) - a recent mobility study that relies on censored data - serves as an illustration. With updated and uncensored versions of previous samples, we re-examine Plug’s estimates and test how the three correction methods deal with censored observations. The one that treats parental expectations as if they were realizations seems to fix the censoring problem quite well.

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Publisher Info
Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 2416.

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Length: 19 pages
Date of creation: Nov 2006
Date of revision:
Handle: RePEc:iza:izadps:dp2416

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Related research
Keywords: intergenerational mobility of education; censored observations;

Other versions of this item:

Find related papers by JEL classification:
I2 - Health, Education, and Welfare - - Education
J62 - Labor and Demographic Economics - - Mobility, Unemployment, and Vacancies - - - Job, Occupational and Intergenerational Mobility; Promotion
C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Jere R. Behrman & Mark R. Rosenzweig, 2005. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation? Reply," American Economic Review, American Economic Association, vol. 95(5), pages 1745-1751, December. [Downloadable!]
  2. Philip Oreopoulos & Marianne E. Page, 2006. "The Intergenerational Effects of Compulsory Schooling," Journal of Labor Economics, University of Chicago Press, vol. 24(4), pages 729-760, October.
    Other versions:
  3. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "Why the Apple Doesn't Fall Far: Understanding Intergenerational Transmission of Human Capital," American Economic Review, American Economic Association, vol. 95(1), pages 437-449, March. [Downloadable!]
    Other versions:
  4. Anders Björklund & Mikael Lindahl & Erik Plug, 2006. "The Origins of Intergenerational Associations: Lessons from Swedish Adoption Data," The Quarterly Journal of Economics, MIT Press, vol. 121(3), pages 999-1028, 08. [Downloadable!] (restricted)
    Other versions:
  5. Erik Plug, 2004. "Estimating the Effect of Mother's Schooling on Children's Schooling Using a Sample of Adoptees," American Economic Review, American Economic Association, vol. 94(1), pages 358-368, March. [Downloadable!]
  6. Steven Haider & Gary Solon, 2006. "Life-Cycle Variation in the Association between Current and Lifetime Earnings," American Economic Review, American Economic Association, vol. 96(4), pages 1308-1320, September. [Downloadable!]
    Other versions:
  7. Kate L. Antonovics & Arthur S. Goldberger, 2005. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation? Comment," American Economic Review, American Economic Association, vol. 95(5), pages 1738-1744, December. [Downloadable!]
  8. Kenneth Y. Chay & James L. Powell, 2001. "Semiparametric Censored Regression Models," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 29-42, Fall. [Downloadable!] (restricted)
  9. Jere R. Behrman & Mark R. Rosenzweig, 2002. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation?," American Economic Review, American Economic Association, vol. 92(1), pages 323-334, March. [Downloadable!]
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. repec:ese:iserwp: is not listed on IDEAS
  2. Aydemir, Abdurrahman & Chen, Wen-Hao & Corak, Miles, 2008. "Intergenerational Education Mobility among the Children of Canadian Immigrants," IZA Discussion Papers 3759, Institute for the Study of Labor (IZA). [Downloadable!]
  3. Monique de Haan, 2008. "The Effect of Parents' Schooling on Child's Schooling: A Nonparametric Bounds Analysis," Tinbergen Institute Discussion Papers 08-061/3, Tinbergen Institute. [Downloadable!]
  4. Holmlund, Helena & Lindahl, Mikael & Plug, Erik, 2008. "The Causal Effect of Parent’s Schooling on Children’s Schooling: A Comparison of Estimation Methods," IZA Discussion Papers 3630, Institute for the Study of Labor (IZA). [Downloadable!]
  5. Chiara Pronzato, 2008. "Why Educated Mothers don’t Make Educated Children? A Statistical Study in the Intergenerational Transmission of Schooling," CHILD Working Papers wp08_08, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY. [Downloadable!]
    Other versions:
  6. Aydemir, Abdurrahman & Chen, Wen-Hao & Corak, Miles, 2008. "Intergenerational Education Mobility Among the Children of Canadian Immigrants," Analytical Studies Branch Research Paper Series 2008316e, Statistics Canada, Analytical Studies Branch. [Downloadable!]
  7. Chiara Pronzato, 2009. "An Examination of Paternal and Maternal Intergenerational Transmission of Schooling," CHILD Working Papers wp20_09, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY. [Downloadable!]
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